ECG-Based Heart Arrhythmia Diagnosis Through Attentional Convolutional Neural Networks.
Ziyu LiuXiang ZhangPublished in: CoRR (2021)
Keyphrases
- convolutional neural networks
- beat classification
- atrial fibrillation
- ecg signals
- heart disease
- mit bih arrhythmia database
- heart rate variability
- cardiac arrhythmias
- convolutional network
- medical diagnosis
- higher order statistics
- electrical activity
- heart rate
- fault diagnosis
- spectral analysis
- model based diagnosis
- cognitive processes
- medical records
- selective attention
- neural network
- multiple faults
- visual search
- automatic diagnosis
- visual attention
- diagnostic reasoning
- visual field